{"id":"W7050362688","doi":"","title":"","year":2024,"lang":"pl","type":"other","venue":"Directory of Open access Books (OAPEN Foundation)","topic":"Crystallography and Radiation Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Term (time); Black box; Face (sociological concept)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002256699,0.0005591654,0.0003614606,0.001593902,0.002314039,0.00553685,0.0005622813,0.001199336,0.4938161],"category_scores_gemma":[0.0006046733,0.0002402089,0.0002489475,0.002500425,0.0008839774,0.001723442,0.001759037,0.001078798,0.3581799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003221193,"about_ca_system_score_gemma":0.004348497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05555777,"about_ca_topic_score_gemma":0.1403975,"domain_scores_codex":[0.9996727,0.0000132344,0.00001008005,0.00005688389,0.0001820642,0.00006501817],"domain_scores_gemma":[0.9997073,0.00001919976,0.00001309234,0.00003349481,0.0001118156,0.0001150794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006190453,0.00002669381,0.0007045678,0.0001925743,0.000004345141,0.0001909001,0.0004713018,0.00006603764,0.00124379,0.02124932,0.7889386,0.1868499],"study_design_scores_gemma":[0.000001255685,0.000002643153,0.0006700337,0.00002121709,6.843435e-7,0.00003693972,0.00008363574,0.00001115472,0.0001126724,0.0004337612,0.9986242,0.000001830171],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001972269,0.002674725,0.0004080671,0.002483525,0.0009860493,0.00005274894,0.00415421,0.0006513851,0.9866171],"genre_scores_gemma":[0.001630808,0.0005092238,0.0001336587,0.0001882095,0.00004268893,0.00001140003,0.0009505387,0.00008421382,0.9964494],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5061839,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05475656035584311,"score_gpt":0.3832783471888634,"score_spread":0.3285217868330204,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}